Ashwin Ram Kumar
Software Engineer - Data Science
Galway,Ireland
Summary
To keep it short and precise - "I am an autodidact who can handle steep learning curves". I believe my experience and exposure in Bamboobox is a testament to the above statement and I am not limited to the skills that are mentioned in my resume as I am open to learning new skills and technologies and my motto of always giving the best has helped me well.
Overview
2
2
years of professional experience
4
4
years of post-secondary education
Work History
Teaching Assistant
University of Galway
Galway
09.2022 - Current
- Overseeing classes of up to 50 students in Object Oriented Programming.
- Helping individual students to debug or resolve any issues.
- Checking Lab assignments and providing grades according to university standards.
Software Engineer
Bamboobox
Bengaluru, Karnataka
06.2021 - 07.2022
- Created data visualization graphics, translating complex data sets into comprehensive visual representations.
- Developed and coded software programs, algorithms and automated processes to cleanse and evaluate large datasets from multiple disparate sources.
- Worked on creating a new MLOps Pipeline using MLflow which cleans, trains the best model and deploys it
- Worked with software development and testing team members to design and develop robust solutions to meet client requirements for functionality, scalability and performance.
- Reviewed project specifications and designed technology solutions that met or exceeded performance expectations.
- Co-originated team efforts in delivering sprints goal
- Completely redesigned existing Scoring Algorithm to improve the performance, and used Flask API to retrieve data from Scoring Algorithm
- Created complex SQL queries for the Analytics Dashboard
Associate Software Developer
Bamboobox
01.2021 - 06.2021
- Configured and optimized code to fit design parameters.
- Wrote clear, clean code for various projects.
- Contributed fully to design assessments and brainstorming sessions.
- Collaborated with project managers to select ambitious, but realistic coding milestones on pre-release software project development.
- Managed development milestones from initial steps through final delivery.
- Used React Js to develop multiple pages and components, enable routing, connected backend API's
- Worked on Back-end development in Spring Boot - Java, Express - Node JS
AI Developer Intern
MyriadCara
Mysuru, India
07.2020 - 11.2020
- Used critical thinking to break down problems, evaluate solutions and make decisions such as Selecting a Framework to build the chatbot, programming language and database to use and architecture of the product.
- Collecting dataset for training the questions and answers the users can ask
- Tuning the Rasa Model for accuracy
- Storing psychological questions, user's response and it's progress
- Providing custom action like cracking jokes which is received through an API request
- Exposing this whole chatbot as an Flask API
Education
Master of Science - Computer Science - Artificial Intelligence
University of Galway
Galway 09.2022 - Current
Bachelors of Engineering - Electronics And Communication Engineering
Visvesvaraya Technological University
08.2015 - 07.2019
Skills
Python 3
Numpy, Matplotlib, Pandas
MLOps
React Js
Spring Boot
React Js
Publications
Published paper named "Providing Natural Language Interface to Database using Artificial Intelligence" on 25th October 2019 in IJSTR (Scopus Indexed). This project used some of parts of NLP and Algorithms to convert simple English commands into SQL queries. This project was also partially sponsored by Karnataka State Council for Science and Technology.
Timeline
Teaching Assistant
University of Galway
09.2022 - Current
Master of Science - Computer Science - Artificial Intelligence
University of Galway
09.2022 - Current
Software Engineer
Bamboobox
06.2021 - 07.2022
Associate Software Developer
Bamboobox
01.2021 - 06.2021
AI Developer Intern
MyriadCara
07.2020 - 11.2020
Bachelors of Engineering - Electronics And Communication Engineering
Visvesvaraya Technological University
08.2015 - 07.2019